Damien Querlioz

131 papers A* 1A 5B 5C 6Journal 77Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Forward-only learning in memristor arrays with month-scale stability. CoRR Adrien Renaudineau, Mamadou Hawa Diallo, Théo Dupuis, Bastien Imbert, Mohammed Akib Iftakher, Kamel-Eddine Harabi, Clément Turck, Tifenn Hirtzlin, Djohan Bonnet, Franck Melul, Jorge-Daniel Aguirre-Morales, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2025	J	`jnl`	Bayesian continual learning and forgetting in neural networks. CoRR Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Elisa Vianello, Damien Querlioz
2025	J	`jnl`	Intrinsic Annealing in a Hybrid Memristor-Magnetic Tunnel Junction Ising Machine. CoRR Mohammed Akib Iftakher, Hugo Levices, Kamel-Eddine Harabi, Adrien Renaudineau, Mathieu-Coumba Faye, Corentin Bouchard, Florian Disdier, Bernard Viala, Elisa Vianello, Philippe Talatchian, Kevin Garello, Damien Querlioz, Louis Hutin
2025	J	`jnl`	Memristors enabling probabilistic AI at the edge. Nat. Comput. Sci. Damien Querlioz
2025	J	`jnl`	Unsupervised local learning based on voltage-dependent synaptic plasticity for resistive and ferroelectric synapses. CoRR Nikhil Garg, Ismael Balafrej, Joao Henrique Quintino Palhares, Laura Bégon-Lours, Davide Florini, Donato Francesco Falcone, Tommaso Stecconi, Valeria Bragaglia, Bert Jan Offrein, Jean-Michel Portal, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart
2024	J	`jnl`	Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
2024	J	`jnl`	The Logarithmic Memristor-Based Bayesian Machine. CoRR Clement Türck, Kamel-Eddine Harabi, Adrien Pontlevy, Théo Ballet, Tifenn Hirtzlin, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2024	J	`jnl`	Unsupervised End-to-End Training with a Self-Defined Bio-Inspired Target. CoRR Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier
2024	J	`jnl`	Unsupervised end-to-end training with a self-defined target. Neuromorph. Comput. Eng. Dongshu Liu, Jérémie Laydevant, Adrien Pontlevy, Damien Querlioz, Julie Grollier
2024	—	`conf`	Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits. ICONS Nikhil Garg, Davide Florini, Patrick Dufour, Eloir Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
2024	J	`jnl`	Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits. CoRR Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
2023	—	`conf`	A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects. ASP-DAC Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal
2023	J	`jnl`	A Multimode Hybrid Memristor-CMOS Prototyping Platform Supporting Digital and Analog Projects. CoRR Kamel-Eddine Harabi, Clement Türck, Marie Drouhin, Adrien Renaudineau, Thomas Bersani-Veroni, Damien Querlioz, Tifenn Hirtzlin, Elisa Vianello, Marc Bocquet, Jean-Michel Portal
2023	J	`jnl`	Bayesian Metaplasticity from Synaptic Uncertainty. CoRR Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Damien Querlioz, Elisa Vianello
2023	A	`conf`	Binary ReRAM-based BNN first-layer implementation. DATE Mona Ezzadeen, Atreya Majumdar, Sigrid Thomas, Jean-Philippe Noël, Bastien Giraud, Marc Bocquet, François Andrieu, Damien Querlioz, Jean-Michel Portal
2023	A	`conf`	Energy-Efficient Bayesian Inference Using Near-Memory Computation with Memristors. DATE Clement Türck, Kamel-Eddine Harabi, Tifenn Hirtzlin, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2023	J	`jnl`	Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell. CoRR Fadi Jebali, Atreya Majumdar, Clement Türck, Kamel-Eddine Harabi, Mathieu-Coumba Faye, Eloi Muhr, Jean-Pierre Walder, Oleksandr Bilousov, Amadeo Michaud, Elisa Vianello, Tifenn Hirtzlin, François Andrieu, Marc Bocquet, Stéphane Collin, Damien Querlioz, Jean-Michel Portal
2023	—	`conf`	Synaptic metaplasticity with multi-level memristive devices. AICAS Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2023	J	`jnl`	Synaptic metaplasticity with multi-level memristive devices. CoRR Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2022	J	`jnl`	Characterization and modeling of spiking and bursting in experimental NbO Neuromorph. Comput. Eng. Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier
2022	J	`jnl`	Characterization and modeling of spiking and bursting in experimental NbOx neuron. CoRR Marie Drouhin, Shuai Li, Matthieu Grelier, Sophie Collin, Florian Godel, Robert Glen Elliman, Bruno Dlubak, Juan Trastoy, Damien Querlioz, Julie Grollier
2022	J	`jnl`	Energy Efficient Learning With Low Resolution Stochastic Domain Wall Synapse for Deep Neural Networks. IEEE Access Walid Al Misba, Mark Lozano, Damien Querlioz, Jayasimha Atulasimha
2022	J	`jnl`	Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy. Adv. Intell. Syst. Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello
2022	J	`jnl`	Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy. Adv. Intell. Syst. Eduardo Esmanhotto, Tifenn Hirtzlin, Djohan Bonnet, Niccolo Castellani, Jean-Michel Portal, Damien Querlioz, Elisa Vianello
2022	—	`conf`	Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations. IRPS Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-François Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello
2022	J	`jnl`	Experimental demonstration of Single-Level and Multi-Level-Cell RRAM-based In-Memory Computing with up to 16 parallel operations. CoRR Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, S. Martin, Bastien Giraud, François Andrieu, Jean-Francois Nodin, Damien Querlioz, Jean-Michel Portal, Elisa Vianello
2022	J	`jnl`	Multilayer spintronic neural networks with radio-frequency connections. CoRR Andrew Ross, Nathan Leroux, Arnaud De Riz, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins, Luana Benetti, Marcel S. Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Bégueret, Sylvain Saïghi, Alex S. Jenkins, Ricardo Ferreira, Adrien F. Vincent, Alice Mizrahi, Julie Grollier
2022	J	`jnl`	Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
2021	J	`jnl`	A Memristor-Based Bayesian Machine. CoRR Kamel-Eddine Harabi, Tifenn Hirtzlin, Clement Türck, Elisa Vianello, Raphaël Laurent, Jacques Droulez, Pierre Bessière, Jean-Michel Portal, Marc Bocquet, Damien Querlioz
2021	—	`conf`	CAPC: A Configurable Analog Pop-Count Circuit for Near-Memory Binary Neural Networks. MWSCAS Fadi Jebali, Atreya Majumdar, Axel Laborieux, Tifenn Hirtzlin, Elisa Vianello, Jean-Pierre Walder, Marc Bocquet, Damien Querlioz, Jean-Michel Portal
2021	J	`jnl`	Energy Efficient Learning with Low Resolution Stochastic Domain Wall Synapse Based Deep Neural Networks. CoRR Walid Al Misba, Mark Lozano, Damien Querlioz, Jayasimha Atulasimha
2021	J	`jnl`	Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory-Based Inference Hardware. Adv. Intell. Syst. Thomas Dalgaty, Eduardo Esmanhotto, Niccolo Castellani, Damien Querlioz, Elisa Vianello
2021	J	`jnl`	Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations. CoRR Xing Chen, Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Dafine Ravelosona, Wang Kang, Weisheng Zhao, Julie Grollier, Damien Querlioz
2021	—	`conf`	Harnessing intrinsic memristor randomness with Bayesian neural networks. ICICDT Thomas Dalgaty, Elisa Vianello, Damien Querlioz
2021	J	`jnl`	Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation Per Synapse. IEEE Trans. Circuits Syst. I Regul. Pap. Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2021	—	`conf`	Low-Overhead Implementation of Binarized Neural Networks Employing Robust 2T2R Resistive RAM Bridges. ESSCIRC Mona Ezzadeen, Atreya Majumdar, Marc Bocquet, Bastien Giraud, Jean-Philippe Noël, François Andrieu, Damien Querlioz, Jean-Michel Portal
2021	—	`conf`	Low-Overhead Implementation of Binarized Neural Networks Employing Robust 2T2R Resistive RAM Bridges. ESSDERC Mona Ezzadeen, Atreya Majumdar, Marc Bocquet, Bastien Giraud, Jean-Philippe Noël, François Andrieu, Damien Querlioz, Jean-Michel Portal
2021	—	`conf`	Memory Efficient Invertible Neural Networks for Class-Incremental Learning. AICAS Guillaume Hocquet, Olivier Bichler, Damien Querlioz
2021	J	`jnl`	Model of the Weak Reset Process in HfOx Resistive Memory for Deep Learning Frameworks. CoRR Atreya Majumdar, Marc Bocquet, Tifenn Hirtzlin, Axel Laborieux, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2021	—	`ch.`	Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing Mathieu Riou, Jacob Torrejon, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Nathan Leroux, Danijela Markovic, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2021	J	`jnl`	Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
2021	J	`jnl`	Spintronic memristors for computing. CoRR Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua
2021	J	`jnl`	Synaptic metaplasticity in binarized neural networks. CoRR Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
2021	—	`conf`	Training Dynamical Binary Neural Networks With Equilibrium Propagation. CVPR Workshops Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
2021	J	`jnl`	Training Dynamical Binary Neural Networks with Equilibrium Propagation. CoRR Jérémie Laydevant, Maxence Ernoult, Damien Querlioz, Julie Grollier
2020	J	`jnl`	Continual Weight Updates and Convolutional Architectures for Equilibrium Propagation. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2020	—	`conf`	Embracing the Unreliability of Memory Devices for Neuromorphic Computing. IRPS Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	J	`jnl`	Embracing the Unreliability of Memory Devices for Neuromorphic Computing. CoRR Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	J	`jnl`	EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations. CoRR Erwann Martin, Maxence Ernoult, Jérémie Laydevant, Shuai Li, Damien Querlioz, Teodora Petrisor, Julie Grollier
2020	J	`jnl`	Equilibrium Propagation with Continual Weight Updates. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2020	J	`jnl`	Implementation of Ternary Weights with Resistive RAM Using a Single Sense Operation per Synapse. CoRR Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	A	`conf`	In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. DATE Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	J	`jnl`	In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications. CoRR Bogdan Penkovsky, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	J	`jnl`	In-situ learning harnessing intrinsic resistive memory variability through Markov Chain Monte Carlo Sampling. CoRR Thomas Dalgaty, Niccolo Castellani, Damien Querlioz, Elisa Vianello
2020	—	`conf`	Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse. AICAS Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	J	`jnl`	Low Power In-Memory Implementation of Ternary Neural Networks with Resistive RAM-Based Synapse. CoRR Axel Laborieux, Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Liza Herrera Diez, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2020	B	`conf`	OvA-INN: Continual Learning with Invertible Neural Networks. IJCNN Guillaume Hocquet, Olivier Bichler, Damien Querlioz
2020	J	`jnl`	OvA-INN: Continual Learning with Invertible Neural Networks. CoRR Guillaume Hocquet, Olivier Bichler, Damien Querlioz
2020	J	`jnl`	Physics for Neuromorphic Computing. CoRR Danijela Markovic, Alice Mizrahi, Damien Querlioz, Julie Grollier
2020	J	`jnl`	Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias. CoRR Axel Laborieux, Maxence Ernoult, Benjamin Scellier, Yoshua Bengio, Julie Grollier, Damien Querlioz
2020	J	`jnl`	Synaptic Metaplasticity in Binarized Neural Networks. CoRR Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin, Damien Querlioz
2019	J	`jnl`	Contrasting Advantages of Learning With Random Weights and Backpropagation in Non-Volatile Memory Neural Networks. IEEE Access Christopher H. Bennett, Vivek Parmar, Laurie E. Calvet, Jacques-Olivier Klein, Manan Suri, Matthew J. Marinella, Damien Querlioz
2019	J	`jnl`	Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays. CoRR Tifenn Hirtzlin, Marc Bocquet, Bogdan Penkovsky, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	Epileptic Seizure Forecasting With Generative Adversarial Networks. IEEE Access Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Damien Querlioz, Luping Zhou, Omid Kavehei
2019	—	`conf`	Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. NANOARCH Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	Implementing Binarized Neural Networks with Magnetoresistive RAM without Error Correction. CoRR Tifenn Hirtzlin, Bogdan Penkovsky, Jacques-Olivier Klein, Nicolas Locatelli, Adrien F. Vincent, Marc Bocquet, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	In-Memory and Error-Immune Differential RRAM Implementation of Binarized Deep Neural Networks. CoRR Marc Bocquet, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019	—	`conf`	Memory-Centric Neuromorphic Computing With Nanodevices. BioCAS Damien Querlioz, Julie Grollier, Tifenn Hirtzlin, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Miguel Romera, Philippe Talatchian
2019	J	`jnl`	Microwave neural processing and broadcasting with spintronic nano-oscillators. CoRR Philippe Talatchian, M. Romera, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier
2019	J	`jnl`	Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator. CoRR Mathieu Riou, Flavio Abreu Araujo, Jacob Torrejon, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2019	—	`conf`	Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. AICAS Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. CoRR Tifenn Hirtzlin, Marc Bocquet, Jacques-Olivier Klein, Etienne Nowak, Elisa Vianello, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	Role of non-linear data processing on speech recognition task in the framework of reservoir computing. CoRR Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2019	J	`jnl`	Stochastic Computing for Hardware Implementation of Binarized Neural Networks. IEEE Access Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz
2019	J	`jnl`	Stochastic Computing for Hardware Implementation of Binarized Neural Networks. CoRR Tifenn Hirtzlin, Bogdan Penkovsky, Marc Bocquet, Jacques-Olivier Klein, Jean-Michel Portal, Damien Querlioz
2019	A*	`conf`	Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. NeurIPS Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2019	J	`jnl`	Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input. CoRR Maxence Ernoult, Julie Grollier, Damien Querlioz, Yoshua Bengio, Benjamin Scellier
2018	C	`conf`	Circuit-Level Evaluation of the Generation of Truly Random Bits with Superparamagnetic Tunnel Junctions. ISCAS Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi, Tifenn Hirtzlin, Joseph S. Friedman, Julie Grollier, Damien Querlioz
2018	—	`conf`	Metal Oxide Resistive Memory (OxRAM) and Phase Change Memory (PCM) as Artificial Synapses in Spiking Neural Networks. ICECS Elisa Vianello, Denys R. B. Ly, Selina La Barbera, Thomas Dalgaty, Niccolo Castellani, Gabriele Navarro, Guillaume Bourgeois, Alexandre Valentian, Etienne Nowak, Damien Querlioz
2018	J	`jnl`	Overcoming device unreliability with continuous learning in a population coding based computing system. CoRR Alice Mizrahi, Julie Grollier, Damien Querlioz, Mark D. Stiles
2018	J	`jnl`	Resonate and Fire Neuron with Fixed Magnetic Skyrmions. CoRR Md. Ali Azam, Dhritiman Bhattacharya, Damien Querlioz, Jayasimha Atulasimha
2018	—	`conf`	Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks. ICECS Nicolas Locatelli, Adrien F. Vincent, Damien Querlioz
2018	J	`jnl`	Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks. CoRR Nicolas Locatelli, Adrien F. Vincent, Damien Querlioz
2018	J	`jnl`	Vowel recognition with four coupled spin-torque nano-oscillators. Nat. Miguel Romera, Philippe Talatchian, Sumito Tsunegi, Flavio Abreu Araujo, Vincent Cros, Paolo Bortolotti, Juan Trastoy, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Maxence Ernoult, Damir Vodenicarevic, Tifenn Hirtzlin, Nicolas Locatelli, Damien Querlioz, Julie Grollier
2017	J	`jnl`	A Neural Network Based on Synchronized Pairs of Nano-Oscillators. CoRR Damir Vodenicarevic, Nicolas Locatelli, Damien Querlioz
2017	J	`jnl`	Approximation enhancement for stochastic Bayesian inference. Int. J. Approx. Reason. Joseph S. Friedman, Jacques Droulez, Pierre Bessière, Jorge Lobo, Damien Querlioz
2017	—	`conf`	Implications of the Use of Magnetic Tunnel Junctions as Synapses in Neuromorphic Systems. ACM Great Lakes Symposium on VLSI Adrien F. Vincent, Nicolas Locatelli, Qifan Wu, Damien Querlioz
2017	J	`jnl`	Neuromorphic computing with nanoscale spintronic oscillators. CoRR Jacob Torrejon, Mathieu Riou, Flavio Abreu Araujo, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2017	—	`conf`	On the Physical Underpinnings of the Unusual Effectiveness of Probabilistic and Neural Computation. ICRC Sandip Tiwari, Damien Querlioz
2017	J	`jnl`	Spatio-temporal Learning with Arrays of Analog Nanosynapses. CoRR Christopher H. Bennett, Damien Querlioz, Jacques-Olivier Klein
2017	—	`conf`	Spatio-temporal learning with arrays of analog nanosynapses. NANOARCH Christopher H. Bennett, Damien Querlioz, Jacques-Olivier Klein
2017	—	`conf`	Spintronic nanoscillators for unconventional circuits. ECCTD Damir Vodenicarevic, Alice Mizrahi, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2016	—	`conf`	A recurrent crossbar of memristive nanodevices implements online novelty detection. ICRC Christopher H. Bennett, Damien Querlioz, Jacques-Olivier Klein
2016	J	`jnl`	Bayesian Inference With Muller C-Elements. IEEE Trans. Circuits Syst. I Regul. Pap. Joseph S. Friedman, Laurie E. Calvet, Pierre Bessière, Jacques Droulez, Damien Querlioz
2016	J	`jnl`	Bio-inspired intelligent sensory processing with nanoscale stochastic magnetic tunnel junctions. CoRR Alice Mizrahi, Julie Grollier, Damien Querlioz
2016	J	`jnl`	Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. CoRR Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Fabien Alibart, Damien Querlioz
2016	B	`conf`	Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architectures. IJCNN Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein, Fabien Alibart, Damien Querlioz
2016	—	`conf`	Sleep stage classification with stochastic Bayesian inference. NANOARCH Laurie E. Calvet, Joseph S. Friedman, Damien Querlioz, Pierre Bessière, Jacques Droulez
2016	J	`jnl`	Spintronic Nanodevices for Bioinspired Computing. Proc. IEEE Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Spintronic nano-devices for bio-inspired computing. CoRR Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Synchronization Detection in Networks of Coupled Oscillators for Pattern Recognition. CoRR Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2016	B	`conf`	Synchronization detection in networks of coupled oscillators for pattern recognition. IJCNN Damir Vodenicarevic, Nicolas Locatelli, Julie Grollier, Damien Querlioz
2015	J	`jnl`	Bioinspired Programming of Memory Devices for Implementing an Inference Engine. Proc. IEEE Damien Querlioz, Olivier Bichler, Adrien Francis Vincent, Christian Gamrat
2015	—	`conf`	Magnetoresistance implications for complementary magnetic tunnel junction logic (CMAT). NANOARCH Joseph S. Friedman, Damien Querlioz, Alan V. Sahakian
2015	—	`conf`	Neuromorphic hybrid RRAM-CMOS RBM architecture. NVMTS Manan Suri, Vivek Parmar, Ashwani Kumar, Damien Querlioz, Fabien Alibart
2015	J	`jnl`	On-Chip Universal Supervised Learning Methods for Neuro-Inspired Block of Memristive Nanodevices. ACM J. Emerg. Technol. Comput. Syst. Djaafar Chabi, Weisheng Zhao, Damien Querlioz, Jacques-Olivier Klein
2015	J	`jnl`	Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems. IEEE Trans. Biomed. Circuits Syst. Adrien F. Vincent, Jerome Larroque, Nicolas Locatelli, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Weisheng Zhao, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz
2015	A	`conf`	Spintronic devices as key elements for energy-efficient neuroinspired architectures. DATE Nicolas Locatelli, Adrien F. Vincent, Alice Mizrahi, Joseph S. Friedman, Damir Vodenicarevic, Joo-Von Kim, Jacques-Olivier Klein, Weisheng Zhao, Julie Grollier, Damien Querlioz
2015	—	`conf`	Supervised learning with organic memristor devices and prospects for neural crossbar arrays. NANOARCH Christopher H. Bennett, Djaafar Chabi, Theo Cabaret, Bruno Jousselme, Vincent Derycke, Damien Querlioz, Jacques-Olivier Klein
2015	C	`conf`	Vortex-based spin transfer oscillator compact model for IC design. ISCAS Nicolas Locatelli, Damir Vodenicarevic, Weisheng Zhao, Jacques-Olivier Klein, Julie Grollier, Damien Querlioz
2014	J	`jnl`	Design and analysis of crossbar architecture based on complementary resistive switching non-volatile memory cells. J. Parallel Distributed Comput. Weisheng Zhao, Jean-Michel Portal, Wang Kang, Mathieu Moreau, Yue Zhang, Hassen Aziza, Jacques-Olivier Klein, Zhaohao Wang, Damien Querlioz, Damien Deleruyelle, Marc Bocquet, Dafine Ravelosona, Christophe Muller, Claude Chappert
2014	—	`conf`	Monte Carlo simulations of carbon nanotube networks for optoelectronic applications. NANOARCH Miguel Diez-Garcia, Adrien F. Vincent, Nicolas Izard, Damien Querlioz
2014	J	`jnl`	Robust learning approach for neuro-inspired nanoscale crossbar architecture. ACM J. Emerg. Technol. Comput. Syst. Djaafar Chabi, Damien Querlioz, Weisheng Zhao, Jacques-Olivier Klein
2014	C	`conf`	Spin-transfer torque magnetic memory as a stochastic memristive synapse. ISCAS Adrien F. Vincent, Jerome Larroque, Weisheng Zhao, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz
2014	A	`conf`	Spintronics for low-power computing. DATE Yue Zhang, Weisheng Zhao, Jacques-Olivier Klein, Wang Kang, Damien Querlioz, Youguang Zhang, Dafine Ravelosona, Claude Chappert
2014	J	`jnl`	Synchronous Non-Volatile Logic Gate Design Based on Resistive Switching Memories. IEEE Trans. Circuits Syst. I Regul. Pap. Weisheng Zhao, Mathieu Moreau, Erya Deng, Yue Zhang, Jean-Michel Portal, Jacques-Olivier Klein, Marc Bocquet, Hassen Aziza, Damien Deleruyelle, Christophe Muller, Damien Querlioz, Nesrine Ben Romdhane, Dafine Ravelosona, Claude Chappert
2013	—	`conf`	Analytical study of complementary memristive synchronous logic gates. NANOARCH Jean-Michel Portal, Mathieu Moreau, Marc Bocquet, Hassen Aziza, Damien Deleruyelle, Christophe Muller, Yue Zhang, Erya Deng, Jacques-Olivier Klein, Damien Querlioz, Dafine Ravelosona, Claude Chappert, Weisheng Zhao
2013	—	`conf`	Design exploration methodology for memristor-based spiking neuromorphic architectures with the Xnet event-driven simulator. NANOARCH Olivier Bichler, David Roclin, Christian Gamrat, Damien Querlioz
2013	—	`conf`	Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy. NANOARCH Manan Suri, Daniele Garbin, Olivier Bichler, Damien Querlioz, Dominique Vuillaume, Christian Gamrat, Barbara De Salvo
2013	C	`conf`	Spin-electronics based logic fabrics. VLSI-SoC Weisheng Zhao, Jacques-Olivier Klein, Zhaohao Wang, Yue Zhang, Nesrine Ben Romdhane, Damien Querlioz, Dafine Ravelosona, Claude Chappert
2013	—	`conf`	Stochastic neuron design using conductive bridge RAM. NANOARCH Giorgio Palma, Manan Suri, Damien Querlioz, Elisa Vianello, Barbara De Salvo
2013	C	`conf`	Stochastic resonance in an analog current-mode neuromorphic circuit. ISCAS Damien Querlioz, Vincent Trauchessec
2013	—	`conf`	Synchronous full-adder based on complementary resistive switching memory cells. NEWCAS Yue Zhang, Erya Deng, Jacques-Olivier Klein, Damien Querlioz, Dafine Ravelosona, Claude Chappert, Weisheng Zhao, Mathieu Moreau, Jean-Michel Portal, Marc Bocquet, Hassen Aziza, Damien Deleruyelle, Christophe Muller
2012	—	`conf`	Bioinspired networks with nanoscale memristive devices that combine the unsupervised and supervised learning approaches. NANOARCH Damien Querlioz, Weisheng Zhao, Philippe Dollfus, Jacques-Olivier Klein, Olivier Bichler, Christian Gamrat
2012	—	`conf`	Crossbar architecture based on 2R complementary resistive switching memory cell. NANOARCH Weisheng Zhao, Yue Zhang, Jacques-Olivier Klein, Damien Querlioz, Djaafar Chabi, Dafine Ravelosona, Claude Chappert, Jean-Michel Portal, Marc Bocquet, Hassen Aziza, Damien Deleruyelle, Christophe Muller
2012	J	`jnl`	Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity. Neural Networks Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat
2012	C	`conf`	Nanodevice-based novel computing paradigms and the neuromorphic approach. ISCAS Weisheng Zhao, Damien Querlioz, Jacques-Olivier Klein, Djaafar Chabi, Claude Chappert
2011	—	`conf`	Learning with memristive devices: How should we model their behavior? NANOARCH Damien Querlioz, Philippe Dollfus, Olivier Bichler, Christian Gamrat
2011	—	`conf`	Robust neural logic block (NLB) based on memristor crossbar array. NANOARCH Djaafar Chabi, Weisheng Zhao, Damien Querlioz, Jacques-Olivier Klein
2011	B	`conf`	Simulation of a memristor-based spiking neural network immune to device variations. IJCNN Damien Querlioz, Olivier Bichler, Christian Gamrat
2011	B	`conf`	Unsupervised features extraction from asynchronous silicon retina through Spike-Timing-Dependent Plasticity. IJCNN Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat